JakobStenseke/Artificial-Chemotaxis-in-Dynamic-Environments
Artificial agents developing chemotaxis using probabilistic spiking perceptrons
This project simulates how simple artificial organisms might learn to find food or avoid poisons in a changing environment. It takes basic simulated agents that can move forward or rotate and a moving food source as input. It then shows how these agents, through a basic evolutionary process, can develop the ability to navigate towards the food source, providing insights for researchers in fields like artificial biology and evolutionary computing.
No commits in the last 6 months.
Use this if you are a researcher interested in observing how very simple artificial agents can develop adaptive behaviors like chemotaxis in dynamic, simulated biological environments.
Not ideal if you are looking for a complex, high-fidelity simulation of specific biological neural circuits or for a tool to implement advanced deep learning techniques.
Stars
7
Forks
—
Language
C#
License
—
Category
Last pushed
Feb 13, 2019
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/JakobStenseke/Artificial-Chemotaxis-in-Dynamic-Environments"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
GoodAI/BrainSimulator
Brain Simulator is a platform for visual prototyping of artificial intelligence architectures.
fargonauts/copycat
Modern port of Melanie Mitchell's and Douglas Hofstadter's Copycat
ViciousSquid/Dosidicus
A cognitive sandbox: Raise digital squids whose brains grow & rewire themselves through Hebbian...
bjornregnell/scai
How does an AI work? Make your own simple AI using the Scala programming language.
Kidel/Artificial-Intelligence-JS
Machine Learning and Artificial Intelligence algorithms using client-side JavaScript, Node.js...